[MINOR][INFRA] Use GitHub Action Cache for `build`
[MINOR][INFRA] Use GitHub Action Cache for `build`

### What changes were proposed in this pull request?

This PR adds `GitHub Action Cache` task on `build` directory.

### Why are the changes needed?

This will replace the Maven downloading with the cache.

### Does this PR introduce any user-facing change?

No.

### How was this patch tested?

Manually check the GitHub Action log of this PR.

Closes #26652 from dongjoon-hyun/SPARK-MAVEN-CACHE.

Authored-by: Dongjoon Hyun <9b02cb7e37158797a8e22c559f7c5f5ecd28ea57@apple.com>
Signed-off-by: Dongjoon Hyun <9b02cb7e37158797a8e22c559f7c5f5ecd28ea57@apple.com>

jiangxb1987/spark,wangmiao1981/spark,taroplus/spark,vinodkc/spark,mahak/spark,wzhfy/spark,jkbradley/spark,cloud-fan/spark,witgo/spark,dongjoon-hyun/spark,cloud-fan/spark,nchammas/spark,ueshin/apache-spark,vinodkc/spark,WeichenXu123/spark,apache/spark,taroplus/spark,ConeyLiu/spark,gengliangwang/spark,rednaxelafx/apache-spark,xuanyuanking/spark,cloud-fan/spark,hvanhovell/spark,hvanhovell/spark,HyukjinKwon/spark,shuangshuangwang/spark,holdenk/spark,chuckchen/spark,dongjoon-hyun/spark,zuotingbing/spark,JoshRosen/spark,ConeyLiu/spark,goldmedal/spark,ptkool/spark,milliman/spark,BryanCutler/spark,ptkool/spark,mahak/spark,jiangxb1987/spark,WeichenXu123/spark,shaneknapp/spark,kevinyu98/spark,xuanyuanking/spark,zero323/spark,zuotingbing/spark,maropu/spark,HyukjinKwon/spark,apache/spark,milliman/spark,apache/spark,goldmedal/spark,ConeyLiu/spark,holdenk/spark,zzcclp/spark,zzcclp/spark,skonto/spark,jiangxb1987/spark,kevinyu98/spark,apache/spark,mahak/spark,holdenk/spark,shaneknapp/spark,BryanCutler/spark,wzhfy/spark,dongjoon-hyun/spark,hvanhovell/spark,witgo/spark,spark-test/spark,rednaxelafx/apache-spark,shuangshuangwang/spark,chuckchen/spark,witgo/spark,skonto/spark,shuangshuangwang/spark,taroplus/spark,matthewfranglen/spark,goldmedal/spark,wangyum/spark,witgo/spark,wzhfy/spark,kevinyu98/spark,wangmiao1981/spark,spark-test/spark,JoshRosen/spark,dongjoon-hyun/spark,wangyum/spark,cloud-fan/spark,chuckchen/spark,jiangxb1987/spark,rednaxelafx/apache-spark,wangmiao1981/spark,HyukjinKwon/spark,shuangshuangwang/spark,zzcclp/spark,zzcclp/spark,dbtsai/spark,ptkool/spark,milliman/spark,shaneknapp/spark,JoshRosen/spark,srowen/spark,rednaxelafx/apache-spark,dongjoon-hyun/spark,darionyaphet/spark,HyukjinKwon/spark,ueshin/apache-spark,zero323/spark,zuotingbing/spark,shaneknapp/spark,witgo/spark,WeichenXu123/spark,rednaxelafx/apache-spark,spark-test/spark,zero323/spark,jkbradley/spark,cloud-fan/spark,milliman/spark,vinodkc/spark,zzcclp/spark,maropu/spark,nchammas/spark,dbtsai/spark,milliman/spark,JoshRosen/spark,apache/spark,BryanCutler/spark,spark-test/spark,zuotingbing/spark,nchammas/spark,taroplus/spark,maropu/spark,srowen/spark,ptkool/spark,srowen/spark,goldmedal/spark,spark-test/spark,maropu/spark,taroplus/spark,zero323/spark,BryanCutler/spark,wangmiao1981/spark,xuanyuanking/spark,ConeyLiu/spark,dbtsai/spark,dbtsai/spark,maropu/spark,dongjoon-hyun/spark,ConeyLiu/spark,shuangshuangwang/spark,spark-test/spark,shuangshuangwang/spark,maropu/spark,xuanyuanking/spark,jiangxb1987/spark,xuanyuanking/spark,nchammas/spark,jiangxb1987/spark,darionyaphet/spark,ConeyLiu/spark,BryanCutler/spark,ueshin/apache-spark,jkbradley/spark,vinodkc/spark,wangmiao1981/spark,srowen/spark,HyukjinKwon/spark,darionyaphet/spark,HyukjinKwon/spark,hvanhovell/spark,wzhfy/spark,zuotingbing/spark,srowen/spark,jkbradley/spark,JoshRosen/spark,shuangshuangwang/spark,BryanCutler/spark,witgo/spark,dbtsai/spark,spark-test/spark,hvanhovell/spark,xuanyuanking/spark,gengliangwang/spark,milliman/spark,darionyaphet/spark,jkbradley/spark,goldmedal/spark,cloud-fan/spark,wangyum/spark,WeichenXu123/spark,gengliangwang/spark,darionyaphet/spark,mahak/spark,BryanCutler/spark,chuckchen/spark,skonto/spark,WeichenXu123/spark,mahak/spark,nchammas/spark,wangmiao1981/spark,witgo/spark,goldmedal/spark,darionyaphet/spark,HyukjinKwon/spark,darionyaphet/spark,rednaxelafx/apache-spark,wangyum/spark,dongjoon-hyun/spark,goldmedal/spark,wangyum/spark,apache/spark,gengliangwang/spark,ueshin/apache-spark,skonto/spark,taroplus/spark,shaneknapp/spark,milliman/spark,zuotingbing/spark,holdenk/spark,kevinyu98/spark,kevinyu98/spark,holdenk/spark,mahak/spark,xuanyuanking/spark,chuckchen/spark,srowen/spark,ptkool/spark,zzcclp/spark,ConeyLiu/spark,ueshin/apache-spark,taroplus/spark,gengliangwang/spark,gengliangwang/spark,jkbradley/spark,chuckchen/spark,zero323/spark,ptkool/spark,wzhfy/spark,holdenk/spark,ueshin/apache-spark,shaneknapp/spark,JoshRosen/spark,nchammas/spark,holdenk/spark,kevinyu98/spark,gengliangwang/spark,mahak/spark,ueshin/apache-spark,wangmiao1981/spark,zero323/spark,ptkool/spark,skonto/spark,cloud-fan/spark,jiangxb1987/spark,rednaxelafx/apache-spark,skonto/spark,kevinyu98/spark,zero323/spark,wzhfy/spark,wangyum/spark,zzcclp/spark,vinodkc/spark,hvanhovell/spark,dbtsai/spark,nchammas/spark,wangyum/spark,apache/spark,jkbradley/spark,skonto/spark,vinodkc/spark,zuotingbing/spark,chuckchen/spark,WeichenXu123/spark,WeichenXu123/spark,shaneknapp/spark,wzhfy/spark,srowen/spark,vinodkc/spark,hvanhovell/spark,dbtsai/spark,maropu/spark,JoshRosen/spark